Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.75_s13_pre/ep5.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/138s29nq

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.407621

Validation Accuracy: 0.801333

Validation F1: 0.800738

{'0': {'precision': 0.9224137931034483, 'recall': 0.7246049661399548, 'f1-score': 0.8116308470290771, 'support': 443.0}, '1': {'precision': 0.6965174129353234, 'recall': 0.9120521172638436, 'f1-score': 0.7898448519040903, 'support': 307.0}, 'accuracy': 0.8013333333333333, 'macro avg': {'precision': 0.8094656030193859, 'recall': 0.8183285417018993, 'f1-score': 0.8007378494665837, 'support': 750.0}, 'weighted avg': {'precision': 0.8299468748212959, 'recall': 0.8013333333333333, 'f1-score': 0.8027131130245825, 'support': 750.0}}

                "learning_rate": 2e-05
                "epochs": 5
                "batch_size": 16
                "model": xlm-roberta-base
                "intermediate_task": False
                "n_tk_label": 2
                "mask_ratio": 0.75
                "seed": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False